Triple

T8905660

Position	Surface form	Disambiguated ID	Type / Status
Subject	Nebraska state government	`E212049`	entity
Predicate	executiveAgency	`P58245`	FINISHED
Object	Nebraska Department of Environmental Quality The Nebraska Department of Environmental Quality is the state agency responsible for protecting Nebraska’s air, land, and water resources through environmental regulation, permitting, and enforcement.	`E766365`	NE FINISHED

How this triple was built (4 steps)

Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.

NER Named-entity recognition gpt-5-mini

Instruction

Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).

Input

Phrase: Nebraska Department of Environmental Quality | Statement: [Nebraska state government, executiveAgency, Nebraska Department of Environmental Quality]

NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07

Target entity: Nebraska Department of Environmental Quality
Context triple: [Nebraska state government, executiveAgency, Nebraska Department of Environmental Quality]

A. Nebraska Game and Parks Commission
The Nebraska Game and Parks Commission is the state agency responsible for managing Nebraska’s wildlife, state parks, and outdoor recreation resources.
B. Iowa Department of Natural Resources
The Iowa Department of Natural Resources is the state agency responsible for managing Iowa’s natural resources, including state parks, wildlife, forests, and environmental protection programs.
C. Missouri Department of Natural Resources
The Missouri Department of Natural Resources is a state government agency responsible for managing Missouri’s natural, cultural, and energy resources, including state parks and historic sites.
D. Nebraska Department of Motor Vehicles
The Nebraska Department of Motor Vehicles is the state agency responsible for driver licensing, vehicle registration, and related motor vehicle services in Nebraska.
E. Nebraska Department of Transportation
The Nebraska Department of Transportation is the state government agency responsible for planning, building, and maintaining Nebraska’s highway and transportation infrastructure.
F. None of above. chosen
G. Unsure - the case is ambiguous/there is not enough information to decide.

NEDg Description generation gpt-5.1

Instruction

Generate a one-sentence description of the target entity. 
You are given a context triple in the form (subject, predicate, object), where the object is the target entity. 
# Instructions
Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. 
Avoid repeating the information from the triple, unless really essential.
# Response Format
Return only the sentence: "Description: [one-sentence description of the target entity]"

Input

Entity: Nebraska Department of Environmental Quality
Triple: [Nebraska state government, executiveAgency, Nebraska Department of Environmental Quality]

Generated description

The Nebraska Department of Environmental Quality is the state agency responsible for protecting Nebraska’s air, land, and water resources through environmental regulation, permitting, and enforcement.

NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07

Target entity: Nebraska Department of Environmental Quality
Target entity description: The Nebraska Department of Environmental Quality is the state agency responsible for protecting Nebraska’s air, land, and water resources through environmental regulation, permitting, and enforcement.

A. Nebraska Game and Parks Commission
The Nebraska Game and Parks Commission is the state agency responsible for managing Nebraska’s wildlife, state parks, and outdoor recreation resources.
B. Iowa Department of Natural Resources
The Iowa Department of Natural Resources is the state agency responsible for managing Iowa’s natural resources, including state parks, wildlife, forests, and environmental protection programs.
C. Missouri Department of Natural Resources
The Missouri Department of Natural Resources is a state government agency responsible for managing Missouri’s natural, cultural, and energy resources, including state parks and historic sites.
D. Nebraska Department of Motor Vehicles
The Nebraska Department of Motor Vehicles is the state agency responsible for driver licensing, vehicle registration, and related motor vehicle services in Nebraska.
E. Nebraska Department of Transportation
The Nebraska Department of Transportation is the state government agency responsible for planning, building, and maintaining Nebraska’s highway and transportation infrastructure.
F. None of above. chosen

Provenance (5 batches)

The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.

Step	Stage	Batch ID	Status	When
creating	Elicitation	`batch_69ca839255248190b43984294abd92ae`	completed	March 30, 2026, 2:07 p.m.
NER	Named-entity recognition	`batch_69cc64c3d83081909f181bfd601eaf99`	completed	April 1, 2026, 12:20 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69cfba2cb5e48190813e9c08198149b0`	completed	April 3, 2026, 1:01 p.m.
NEDg	Description generation	`batch_69cfbaf8aa4c8190821ace3f0f53a9b3`	completed	April 3, 2026, 1:04 p.m.
NED2	Entity disambiguation (via description)	`batch_69cfbb9585688190b3aa3d817bafba51`	completed	April 3, 2026, 1:07 p.m.

Created at: March 30, 2026, 6:55 p.m.